Ekkono
Click to visit website
About
Ekkono provides edge AI solutions designed for deployment on resource-constrained devices. It focuses on sensor data analysis, condition monitoring, performance optimization and sustainability. Their software supports incremental learning, real-time data preprocessing, and anomaly detection. They offer a Software Development Kit (SDK) for model generation, optimization, evaluation and implementation, and support model life-cycle management (MLCM).
Platform
Task
Features
• performance optimization
• condition monitoring
• edge ai
• condition-based maintenance
• ai on everything
• adaptive automation
• sustainable products embedded edge ai
• individual condition monitoring
FAQs
How is this different from TensorFlow Lite/Micro?
TensorFlow Lite/Micro is designed for deep learning tasks like image classification on edge devices. However, the vast majority of edge ML use cases focus on sensor data—such as pressure, temperature, or power consumption—rather than images. These scenarios require functionality like incremental learning, real-time data preprocessing and anomaly detection, which TensorFlow Lite/Micro lacks.
How we verify that a model learns correctly
Machine learning models are inherently designed to filter out noise and disturbances in data, so minor variations are typically disregarded without requiring additional measures. To ensure a model is learning correctly, Ekkono provides several built-in tools: 1. Track Error Over Time: Ekkono monitors error trends to confirm learning. A steady decrease in error indicates effective training. 2. Pause Training: Temporarily disable training to see if the model maintains performance, confirming it has learned relevant patterns. 3. Handle Sensor Errors: Systematic sensor errors should be addressed at the IoT platform level. Alternatively, Ekkono can monitor sensors individually using change detection. These features ensure reliable learning without the need for extra error-checking functionality.
Pricing Plans
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
Featured Tools
adly.news
adly.news is a 100% free newsletter advertising marketplace connecting businesses with engaged newsletter audiences, offering automated payouts and secure payments.
View Details
Voe 4
Voe 4 is an AI video generator offering lightning-fast text-to-video and image-to-video conversion, delivering high-resolution, professional 4K AI videos in seconds.
View Details
Modelfy 3D
Modelfy 3D is an Enterprise-Grade AI Image to 3D Model Generator that transforms any 2D image into professional 3D models with up to 300K polygons and PBR textures.
View Details
Questie.ai
Questie.ai is an advanced AI gaming companion that watches your actual gameplay in real-time and provides intelligent commentary through natural AI voice chat.
View Details
Gemini Watermark Remover
Gemini Watermark Remover is a client-side tool designed to remove hidden SynthID and other embedded watermarks from your AI-generated images, preserving quality.
View Details
Infatuated.AI
Infatuated.AI is an AI companion platform allowing users to chat, roleplay, and build personalized relationships with AI girlfriends and boyfriends, offering emotional support and secure fantasy sharing.
View Details
ImgGen
ImgGen is the free AI editor that edits photos and turns images into videos in seconds, offering instant creativity all in one place.
View DetailsNano Banana
Nano Banana is a state-of-the-art AI model that revolutionizes text-based image editing and generation with unmatched multi-image fusion and natural language understanding.
View Details